open-data-people/opendataexplorer

Open Data Explorer - Flex Dashboards for open data discovery, exploration and analysis

opendataexplorer's Issues

Publish example for querying and contextualizing Seattle Police Stops data

Visualize distribution of Stops, Frisks and Arrests

• Where (beat, sector)
• Who (officer number, age, race, gender)

Publish data discovery example

The Discovery API provides details on Socrata customer domains. Provide example on how to query it by domain.

Visualize stops, frisks, and arrests bubble chart

• Add numeric Frisks and Arrests fields ('Y')
• X = frisks
• Y = arrests
• Size = stops
• fill = race/ethnicity consistent with population
• Plotly

Handle Discovery API no results

If no results for a given combination of selections, return friendly message stating no assets of that type exist rather than Error: $ operator is invalid for atomic vectors or Error: no applicable method for 'unnest_tokens_' applied to an object of class "character" or Error: no applicable method for 'group_by_' applied to an object of class "character" or Error: no applicable method for 'mutate_' applied to an object of class "character".

Visualize population (B03002) over time

• 2013-2016/7 depending on ACS
• Add colors consistent with race/ethnicity for stops data
• Timeline chart

Publish example for TidyCensus

Demonstrate how to retrieve unemployment data by race and ethnicity using TidyCensus package

Rates per capita

• Stops per capita by race
• Frisks per capita by race
• Arrests per capita by race
• Table with sparklines?

Publish Unemployment Rate example using BLScraperR

Add about the data

• Info on survey year
• ACS variables
• Seattle stops metadata